Claudius Krause

According to our database, Claudius Krause authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation.

Claudius Krause, Michele Faucci Giannelli, Gregor Kasieczka, Benjamin Nachman, Dalila Salamani, David Shih, Anna Zaborowska, Oz Amram, Kerstin Borras, Matthew R. Buckley, Erik Buhmann, Thorsten Buss, Renato Paulo Da Costa Cardoso, Anthony L. Caterini, Nadezda Chernyavskaya, Federico A. G. Corchia, Jesse C. Cresswell, Sascha Diefenbacher, Etienne Dreyer, Vijay Ekambaram, Engin Eren, Florian Ernst, Luigi Favaro, Matteo Franchini, Frank Gaede, Eilam Gross, Shih-Chieh Hsu, Kristina Jaruskova, Benno Käch, Jayant Kalagnanam, Raghav Kansal, Taewoo Kim, Dmitrii Kobylianskii, Anatolii Korol, William Korcari, Dirk Krücker, Katja Krüger, Marco Letizia, Shu Li, Qibin Liu, Xiulong Liu, Gabriel Loaiza-Ganem, Thandikire Madula, Peter McKeown, Isabell-A. Melzer-Pellmann, Vinicius Mikuni, Nam Nguyen, Ayodele Ore, Sofia Palacios Schweitzer, Ian Pang, Kevin Pedro, Tilman Plehn, Witold Pokorski, Huilin Qu, Piyush Raikwar, John A. Raine, Humberto Reyes-González, Lorenzo Rinaldi, Brendan Leigh Ross, Moritz A. W. Scham, Simon Schnake, Chase Shimmin, Eli Shlizerman, Nathalie Soybelman, Mudhakar Srivatsa, Kalliopi Tsolaki, Sofia Vallecorsa, Kyongmin Yeo, Rui Zhang

CoRR, 2024

Convolutional L2LFlows: Generating Accurate Showers in Highly Granular Calorimeters Using Convolutional Normalizing Flows.

Thorsten Buss, Frank Gaede, Gregor Kasieczka, Claudius Krause, David Shih

CoRR, 2024

2023

Deep Generative Models for Detector Signature Simulation: An Analytical Taxonomy.

Hosein Hashemi, Claudius Krause

CoRR, 2023

Inductive CaloFlow.

Matthew R. Buckley, Claudius Krause, Ian Pang, David Shih

CoRR, 2023

2022

CaloFlow for CaloChallenge Dataset 1.

Claudius Krause, Ian Pang, David Shih

CoRR, 2022

New directions for surrogate models and differentiable programming for High Energy Physics detector simulation.

Andreas Adelmann, Walter Hopkins, Evangelos Kourlitis, Michael Kagan, Gregor Kasieczka, Claudius Krause, David Shih, Vinicius Mikuni, Benjamin Nachman, Kevin Pedro, Daniel Winklehner

CoRR, 2022

2021

CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing Flows.

Claudius Krause, David Shih

CoRR, 2021

CaloFlow: Fast and Accurate Generation of Calorimeter Showers with Normalizing Flows.

Claudius Krause, David Shih

CoRR, 2021

2020

i- flow: High-dimensional integration and sampling with normalizing flows.

Christina Gao, Joshua Isaacson, Claudius Krause

Mach. Learn. Sci. Technol., 2020